3 papers
cs.LG2026
Data Scout: Targeted Web Crawling for Domain-Specific Pretraining Corpora
Chirag Garg, Eelaaf Zahid, Farhan Ahmed +3
The dominant approach to building domain-specific pretraining corpora is to filter large web archives such as CommonCrawl. This works well for popular domains but breaks down for s…
cs.CL2026
Adaptive Decoding via Test-Time Policy Learning for Self-Improving Generation
Asmita Bhardwaj, Yuya Jeremy Ong, Eelaaf Zahid +1
Decoding strategies largely determine the quality of Large Language Model (LLM) outputs, yet widely used heuristics such as greedy or fixed temperature/top-p decoding are static an…
cs.LG2021
Predicting Loss Risks for B2B Tendering Processes
Eelaaf Zahid, Yuya Jeremy Ong, Aly Megahed +1
Sellers and executives who maintain a bidding pipeline of sales engagements with multiple clients for many opportunities significantly benefit from data-driven insight into the hea…